Cross-Entropy Regularization with Mutual Information in Training CNNs

This publication has 10 references indexed in Scilit:

• How to Turn a Leaky Learner into a Sealed One
  2024
• Improved Mutual Information Estimation
  Proceedings of the AAAI Conference on Artificial Intelligence, 2021
• Understanding autoencoders with information theoretic concepts
  Neural Networks, 2019
• Density Estimation for Statistics and Data Analysis
  2018
• Deep Residual Learning for Image Recognition
  2016
• Deep learning and the information bottleneck principle
  2015
• Maximum mutual information regularized classification
  Engineering Applications of Artificial Intelligence, 2015
• Measures of Entropy From Data Using Infinitely Divisible Kernels
  IEEE Transactions on Information Theory, 2014
• The MNIST Database of Handwritten Digit Images for Machine Learning Research [Best of the Web]
  IEEE Signal Processing Magazine, 2012
• On Kernel-Target Alignment
  2002